Saket Dingliwal
13 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (35) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (65)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(7)
Deep Learning
(7)
Application Areas
(6)
Core AI
(6)
Speech & Audio
(5)
Learning Types · Deep Learning
(5)
Recognition
(5)
Learning Types · Machine Learning
(4)
Models
(3)
Optimization & Theory · Machine Learning
(3)
Natural Language Processing
(2)
Core Methods
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Keywords
large language model
(4)
speculative decoding
(2)
word error rate
(2)
automatic speech recognition
(2)
domain adaptation
(2)
speech recognition
(2)
direct preference optimization
(1)
mathematical reasoning
(1)
adversarial robustness
(1)
reinforcement learning from human feedback
(1)
text summarization
(1)
prompt engineering
(1)
instruction following
(1)
efficient inference
(1)
parameter-efficient learning
(1)
in-context learning
(1)
model editing
(1)
dialogue state tracking
(1)
prompt learning
(1)
self-supervised learning
(1)
Papers
Accelerated Test-Time Scaling with Model-Free Speculative Sampling
EMNLP 2025
Mamba Drafters for Speculative Decoding
EMNLP 2025
SeRA: Self-Reviewing and Alignment of LLMs using Implicit Reward Margins
ICLR 2025
Think Clearly: Improving Reasoning via Redundant Token Pruning
EMNLP 2025
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization
EMNLP 2024
Sequential Editing for Lifelong Training of Speech Recognition Models
Interspeech 2024
SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models
ACL 2024
Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters
Interspeech 2023
Multilingual Contextual Adapters To Improve Custom Word Recognition In Low-resource Languages
Interspeech 2023
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale
ACL 2023
Retrieve and Copy: Scaling ASR Personalization to Large Catalogs
EMNLP 2023
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems
Interspeech 2022
Few Shot Dialogue State Tracking using Meta-learning
EACL 2021